NL Seminar-A Typology of Ethical Risks in Language Technology with an Eye Towards Where Transparent Documentation Can Help
Thu, Jul 30, 2020 @ 11:00 AM - 12:00 PM
Information Sciences Institute
Conferences, Lectures, & Seminars
Speaker: Emily Bender, University of Washington
Talk Title: A Typology of Ethical Risks in Language Technology with an Eye Towards Where Transparent Documentation Can Help
Series: NL Seminar
Abstract: People are impacted by language technology in various ways: as direct users of the technology (by choice or otherwise), and indirectly, including as the subject of queries, as the subject of stereotypes, and as contributors to corpora. In these roles, risks are borne differentially by different speaker populations, depending on how well the technology works for their language varieties. This talk explores strategies for mitigating these risks based on transparent documentation of training data.
Biography: Emily M. Bender is a Professor of Linguistics at the University of Washington and the Faculty Director of the Professional Masters in Computational Linguistics CLMS program. Her research interests include the interaction of linguistics and NLP, computational semantics, multilingual NLP, and the societal impact of language technology.
Host: Jon May and Mozhdeh Gheini
More Info: https://nlg.isi.edu/nl-seminar/
WebCast Link: https://youtu.be/WIChyzXVNLY
Audiences: Everyone Is Invited
Contact: Petet Zamar